SQL, analytics and data engineering / Benchmark leaderboard

SpreadsheetBench / Verified

Real spreadsheet manipulation; full release has 912 questions and Verified has 400 instances.

No published company result yet.

This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.

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What this benchmark measures

Metrics

Output workbook/cell correctness under the published evaluator.

Execution requirements

Agent capable of editing spreadsheet files.

Scope and limitations

A SQL-only product is not directly compatible. Declare full versus Verified and workbook tooling.

Evaluation availability

Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.

Sources and company fit

Companies whose products may fit

Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.

Compatibility notes for each company

Anthropic: Capability-aligned; adapter/access to qualify

Google DeepMind: Capability-aligned; adapter/access to qualify

Hebbia: Capability-aligned; adapter/access to qualify

Julius AI: Capability-aligned; adapter/access to qualify

Microsoft Copilot: Product-specific adapter / qualified access

OpenAI: Capability-aligned; adapter/access to qualify

Rogo: Capability-aligned; adapter/access to qualify

Shortcut: Capability-aligned; adapter/access to qualify

Hex: Conditional on a configured workflow accepting the required workbook and producing the native graded spreadsheet output.